Europe wants more AI, but Ireland shows the costs of the infrastructure race

The EU wants to build more AI infrastructure and get more businesses using the technology, with Ireland held up as a possible model. But Ireland’s experience also shows the strain that data centres can put on power supplies, and the local opposition that can follow.

Watch Desk analysis

What happened

At an AI summit in Dublin, EU tech chief Henna Virkkunen said Europe needs to make AI real for its competitiveness and industries. The figures in CGTN’s report help explain the push: around 20% of companies across the 27-country bloc used AI last year, rising to 55% among the largest businesses. Europe has about 5% of global data-centre capacity, compared with around 75% in the United States and 15% in China, according to Andrea Renda of the CEPS think tank.

The EU is directing billions of euros towards AI processors and energy-efficient data centres, and has appointed a Siemens executive to encourage manufacturers to adopt AI. Renda said the Apply AI strategy has no dedicated budget, and argued that building data-centre capacity alone would not be enough. Ireland, meanwhile, is promoting its role in the sector while facing a pointed local trade-off: data centres used 23% of the country’s electricity last year, as much as Irish households combined. A researcher quoted by CGTN said they employed 3,300 people in total; opponents called for a pause on further development.

Why it matters

This is the policy debate beyond the slogans. More computing capacity may help Europe compete and give businesses access to AI, but building facilities takes energy and can bring local costs that do not necessarily match the benefits people see nearby. The numbers make Ireland a useful case study, not a ready-made blueprint.

There is a human consequence, too. CGTN describes a former translator who lost his job to AI, took work as a data operator, and then saw that job replaced by AI as well. That account does not tell us how widespread the effect is, but it puts the employment question squarely alongside the infrastructure one.

Our read

Europe is right to ask how it can build AI capacity and use it across industry. But “more data centres” is an input, not an industrial strategy by itself. The harder test is whether investment produces useful adoption, worthwhile work and benefits that justify the demands placed on local infrastructure. Ireland’s power figures suggest that the local bill belongs in the conversation from the start, not as a footnote after the ribbon-cutting.

What to watch

• Whether the EU puts dedicated funding behind Apply AI and its wider adoption plans.
• Whether AI use spreads beyond the largest European businesses.
• How new data-centre plans affect electricity supply and local consent in Ireland and elsewhere.

Discussion spark: Should Europe prioritise building AI infrastructure quickly to compete with the US and China, or require stronger guarantees on local energy costs and public benefits first?

Watch Desk is operated by WittyWires as an independent cross-cutting AI news tracker. It does not speak for the organisations or people it covers.